IDEAS home Printed from https://ideas.repec.org/a/eee/renene/v114y2017ipbp367-375.html
   My bibliography  Save this article

Performance estimation of photovoltaic technologies in Brazil

Author

Listed:
  • Dias, César Luiz de Azevedo
  • Castelo Branco, David Alves
  • Arouca, Maurício Cardoso
  • Loureiro Legey, Luiz Fernando

Abstract

Only in the present decade, Brazil has begun to adopt assertive policies and regulatory tools to stimulate the implementation of photovoltaic (PV) generation systems. Available information concerning the support to PV generation and the behavior of different technologies under the environmental conditions are still scarce. This paper analyzes an existing method to estimate PV energy performance and proposes a new model to evaluate six different types of grid-connected photovoltaic technologies. The proposed model considers PV technological features together with the actual characteristics of the operating settings and climatic conditions of the experiment site at the Lake District, Rio de Janeiro, Brazil. Results from multiple regression analyses evidence that the existing method is not suitable for PV energy predictions under the environmental conditions of the region. The proposed model was able to obtain satisfactory answers to the tests developed and good results with measurements taken in field. The results endorse the model as a good estimator of energy performance of the six photovoltaic technologies evaluated in the aforementioned region. In addition, it might be used in other types of photovoltaic technologies and in different regions.

Suggested Citation

  • Dias, César Luiz de Azevedo & Castelo Branco, David Alves & Arouca, Maurício Cardoso & Loureiro Legey, Luiz Fernando, 2017. "Performance estimation of photovoltaic technologies in Brazil," Renewable Energy, Elsevier, vol. 114(PB), pages 367-375.
  • Handle: RePEc:eee:renene:v:114:y:2017:i:pb:p:367-375
    DOI: 10.1016/j.renene.2017.07.033
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0960148117306468
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.renene.2017.07.033?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Almeida Prado, Fernando & Athayde, Simone & Mossa, Joann & Bohlman, Stephanie & Leite, Flavia & Oliver-Smith, Anthony, 2016. "How much is enough? An integrated examination of energy security, economic growth and climate change related to hydropower expansion in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 53(C), pages 1132-1136.
    2. Lam, K.H. & Lai, T.M. & Lo, W.C. & To, W.M., 2012. "The application of dynamic modelling techniques to the grid-connected PV (photovoltaic) systems," Energy, Elsevier, vol. 46(1), pages 264-274.
    3. Labed, S. & Lorenzo, E., 2004. "The impact of solar radiation variability and data discrepancies on the design of PV systems," Renewable Energy, Elsevier, vol. 29(7), pages 1007-1022.
    4. Camilo, Henrique Fernandes & Udaeta, Miguel Edgar Morales & Veiga Gimenes, André Luiz & Grimoni, Jose Aquiles Baesso, 2017. "Assessment of photovoltaic distributed generation – Issues of grid connected systems through the consumer side applied to a case study of Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 712-719.
    5. Taboada, M.E. & Cáceres, L. & Graber, T.A. & Galleguillos, H.R. & Cabeza, L.F. & Rojas, R., 2017. "Solar water heating system and photovoltaic floating cover to reduce evaporation: Experimental results and modeling," Renewable Energy, Elsevier, vol. 105(C), pages 601-615.
    6. Senturk, A. & Eke, R., 2017. "A new method to simulate photovoltaic performance of crystalline silicon photovoltaic modules based on datasheet values," Renewable Energy, Elsevier, vol. 103(C), pages 58-69.
    7. Sahu, Alok & Yadav, Neha & Sudhakar, K., 2016. "Floating photovoltaic power plant: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 66(C), pages 815-824.
    8. Aste, Niccolò & Del Pero, Claudio & Leonforte, Fabrizio & Manfren, Massimiliano, 2013. "A simplified model for the estimation of energy production of PV systems," Energy, Elsevier, vol. 59(C), pages 503-512.
    9. Ribeiro, Alan Emanuel Duailibe & Arouca, Maurício Cardoso & Coelho, Daniel Moreira, 2016. "Electric energy generation from small-scale solar and wind power in Brazil: The influence of location, area and shape," Renewable Energy, Elsevier, vol. 85(C), pages 554-563.
    10. Lacchini, Corrado & Rüther, Ricardo, 2015. "The influence of government strategies on the financial return of capital invested in PV systems located in different climatic zones in Brazil," Renewable Energy, Elsevier, vol. 83(C), pages 786-798.
    11. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, December.
    12. Almonacid, F. & Rus, C. & Pérez-Higueras, P. & Hontoria, L., 2011. "Calculation of the energy provided by a PV generator. Comparative study: Conventional methods vs. artificial neural networks," Energy, Elsevier, vol. 36(1), pages 375-384.
    13. George Makrides & Bastian Zinsser & Matthew Savvas Harry Norton & George E. Georghiou, 2012. "Performance of Photovoltaics Under Actual Operating Conditions," Chapters, in: Vasilis Fthenakis (ed.), Third Generation Photovoltaics, IntechOpen.
    14. Graditi, G. & Ferlito, S. & Adinolfi, G., 2016. "Comparison of Photovoltaic plant power production prediction methods using a large measured dataset," Renewable Energy, Elsevier, vol. 90(C), pages 513-519.
    15. Balaska, Amira & Tahri, Ali & Tahri, Fatima & Stambouli, Amine Boudghene, 2017. "Performance assessment of five different photovoltaic module technologies under outdoor conditions in Algeria," Renewable Energy, Elsevier, vol. 107(C), pages 53-60.
    16. Rüther, Ricardo & Zilles, Roberto, 2011. "Making the case for grid-connected photovoltaics in Brazil," Energy Policy, Elsevier, vol. 39(3), pages 1027-1030, March.
    17. Schmidt, Johannes & Cancella, Rafael & Pereira, Amaro O., 2016. "An optimal mix of solar PV, wind and hydro power for a low-carbon electricity supply in Brazil," Renewable Energy, Elsevier, vol. 85(C), pages 137-147.
    18. Gaglia, Athina G. & Lykoudis, Spyros & Argiriou, Athanassios A. & Balaras, Constantinos A. & Dialynas, Evangelos, 2017. "Energy efficiency of PV panels under real outdoor conditions–An experimental assessment in Athens, Greece," Renewable Energy, Elsevier, vol. 101(C), pages 236-243.
    19. Kaldellis, John K. & Kapsali, Marina & Kavadias, Kosmas A., 2014. "Temperature and wind speed impact on the efficiency of PV installations. Experience obtained from outdoor measurements in Greece," Renewable Energy, Elsevier, vol. 66(C), pages 612-624.
    20. de Faria, Haroldo & Trigoso, Federico B.M. & Cavalcanti, João A.M., 2017. "Review of distributed generation with photovoltaic grid connected systems in Brazil: Challenges and prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 75(C), pages 469-475.
    21. Corrêa da Silva, Rodrigo & de Marchi Neto, Ismael & Silva Seifert, Stephan, 2016. "Electricity supply security and the future role of renewable energy sources in Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 59(C), pages 328-341.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Huaimo You & Hong Fang & Xu Wang & Siran Fang, 2018. "Environmental Efficiency of Photovoltaic Power Plants in China—A Comparative Study of Different Economic Zones and Plant Types," Sustainability, MDPI, vol. 10(7), pages 1-17, July.
    2. Trigo-González, Mauricio & Batlles, F.J. & Alonso-Montesinos, Joaquín & Ferrada, Pablo & del Sagrado, J. & Martínez-Durbán, M. & Cortés, Marcelo & Portillo, Carlos & Marzo, Aitor, 2019. "Hourly PV production estimation by means of an exportable multiple linear regression model," Renewable Energy, Elsevier, vol. 135(C), pages 303-312.
    3. Hassan Z. Al Garni, 2022. "The Impact of Soiling on PV Module Performance in Saudi Arabia," Energies, MDPI, vol. 15(21), pages 1-25, October.
    4. Hélio Henrique Cunha Pinheiro & Neilton Fidélis da Silva & David Alves Castelo Branco & Márcio Giannini Pereira, 2020. "Photovoltaic Solar Systems in Multi-Headquarter Institutions: A Technical Implementation in Northeastern Brazil," Energies, MDPI, vol. 13(10), pages 1-28, May.
    5. Alaaeddin, M.H. & Sapuan, S.M. & Zuhri, M.Y.M. & Zainudin, E.S. & AL- Oqla, Faris M., 2019. "Photovoltaic applications: Status and manufacturing prospects," Renewable and Sustainable Energy Reviews, Elsevier, vol. 102(C), pages 318-332.
    6. Muhammad Salman Sami & Muhammad Abrar & Rizwan Akram & Muhammad Majid Hussain & Mian Hammad Nazir & Muhammad Saad Khan & Safdar Raza, 2021. "Energy Management of Microgrids for Smart Cities: A Review," Energies, MDPI, vol. 14(18), pages 1-18, September.
    7. Tamer, Tolga & Gürsel Dino, Ipek & Meral Akgül, Cagla, 2022. "Data-driven, long-term prediction of building performance under climate change: Building energy demand and BIPV energy generation analysis across Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).
    8. Wang, Yingli & Duan, Jialong & Zhao, Yuanyuan & He, Benlin & Tang, Qunwei, 2018. "Harvest rain energy by polyaniline-graphene composite films," Renewable Energy, Elsevier, vol. 125(C), pages 995-1002.
    9. Adar, Mustapha & Najih, Youssef & Gouskir, Mohamed & Chebak, Ahmed & Mabrouki, Mustapha & Bennouna, Amin, 2020. "Three PV plants performance analysis using the principal component analysis method," Energy, Elsevier, vol. 207(C).
    10. Guillermo Valencia & Aldair Benavides & Yulineth Cárdenas, 2019. "Economic and Environmental Multiobjective Optimization of a Wind–Solar–Fuel Cell Hybrid Energy System in the Colombian Caribbean Region," Energies, MDPI, vol. 12(11), pages 1-19, June.
    11. Garlet, Taís Bisognin & Ribeiro, José Luis Duarte & de Souza Savian, Fernando & Mairesse Siluk, Julio Cezar, 2019. "Paths and barriers to the diffusion of distributed generation of photovoltaic energy in southern Brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 111(C), pages 157-169.
    12. Isaac Amoussou & Emmanuel Tanyi & Lajmi Fatma & Takele Ferede Agajie & Ilyes Boulkaibet & Nadhira Khezami & Ahmed Ali & Baseem Khan, 2023. "The Optimal Design of a Hybrid Solar PV/Wind/Hydrogen/Lithium Battery for the Replacement of a Heavy Fuel Oil Thermal Power Plant," Sustainability, MDPI, vol. 15(15), pages 1-29, July.
    13. Gabriel Nasser Doyle de Doile & Paulo Rotella Junior & Priscila França Gonzaga Carneiro & Rogério Santana Peruchi & Luiz Célio Souza Rocha & Karel Janda & Giancarlo Aquila, 2021. "Economic Feasibility of Photovoltaic Micro-Installations Connected to the Brazilian Distribution Grid in Light of Proposed Changes to Regulations," Energies, MDPI, vol. 14(6), pages 1-14, March.
    14. Pinheiro, E. & Bandeiras, F. & Gomes, M. & Coelho, P. & Fernandes, J., 2019. "Performance analysis of wind generators and PV systems in industrial small-scale applications," Renewable and Sustainable Energy Reviews, Elsevier, vol. 110(C), pages 392-401.
    15. Bouaichi, Abdellatif & El Amrani, Aumeur & Ouhadou, Malika & Lfakir, Aberrazak & Messaoudi, Choukri, 2020. "In-situ performance and degradation of three different photovoltaic module technologies installed in arid climate of Morocco," Energy, Elsevier, vol. 190(C).
    16. Felipe Moraes do Nascimento & Julio Cezar Mairesse Siluk & Fernando de Souza Savian & Taís Bisognin Garlet & José Renes Pinheiro & Carlos Ramos, 2020. "Factors for Measuring Photovoltaic Adoption from the Perspective of Operators," Sustainability, MDPI, vol. 12(8), pages 1-29, April.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Aquila, Giancarlo & Coelho, Eden de Oliveira Pinto & Bonatto, Benedito Donizeti & Pamplona, Edson de Oliveira & Nakamura, Wilson Toshiro, 2021. "Perspective of uncertainty and risk from the CVaR-LCOE approach: An analysis of the case of PV microgeneration in Minas Gerais, Brazil," Energy, Elsevier, vol. 226(C).
    2. Singh, Rashmi & Sharma, Madhu & Rawat, Rahul & Banerjee, Chandan, 2020. "Field Analysis of three different silicon-based Technologies in Composite Climate Condition – Part II – Seasonal assessment and performance degradation rates using statistical tools," Renewable Energy, Elsevier, vol. 147(P1), pages 2102-2117.
    3. Kumar, Manish & Kumar, Arun, 2017. "Performance assessment and degradation analysis of solar photovoltaic technologies: A review," Renewable and Sustainable Energy Reviews, Elsevier, vol. 78(C), pages 554-587.
    4. Paim, Maria-Augusta & Dalmarco, Arthur R. & Yang, Chung-Han & Salas, Pablo & Lindner, Sören & Mercure, Jean-Francois & de Andrade Guerra, José Baltazar Salgueirinho Osório & Derani, Cristiane & Bruce , 2019. "Evaluating regulatory strategies for mitigating hydrological risk in Brazil through diversification of its electricity mix," Energy Policy, Elsevier, vol. 128(C), pages 393-401.
    5. Vilaça Gomes, P. & Knak Neto, N. & Carvalho, L. & Sumaili, J. & Saraiva, J.T. & Dias, B.H. & Miranda, V. & Souza, S.M., 2018. "Technical-economic analysis for the integration of PV systems in Brazil considering policy and regulatory issues," Energy Policy, Elsevier, vol. 115(C), pages 199-206.
    6. Ma, Chao & Liu, Zhao, 2022. "Water-surface photovoltaics: Performance, utilization, and interactions with water eco-environment," Renewable and Sustainable Energy Reviews, Elsevier, vol. 167(C).
    7. Michels-Brito, Adriane & Rodriguez, Daniel Andrés & Cruz Junior, Wellington Luís & Nildo de Souza Vianna, João, 2021. "The climate change potential effects on the run-of-river plant and the environmental and economic dimensions of sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 147(C).
    8. Frate, Claudio Albuquerque & Brannstrom, Christian, 2017. "Stakeholder subjectivities regarding barriers and drivers to the introduction of utility-scale solar photovoltaic power in Brazil," Energy Policy, Elsevier, vol. 111(C), pages 346-352.
    9. Exley, G. & Hernandez, R.R. & Page, T. & Chipps, M. & Gambro, S. & Hersey, M. & Lake, R. & Zoannou, K.-S. & Armstrong, A., 2021. "Scientific and stakeholder evidence-based assessment: Ecosystem response to floating solar photovoltaics and implications for sustainability," Renewable and Sustainable Energy Reviews, Elsevier, vol. 152(C).
    10. Senturk, Ali, 2020. "Investigation of datasheet provided temperature coefficients of photovoltaic modules under various sky profiles at the field by applying a new validation procedure," Renewable Energy, Elsevier, vol. 152(C), pages 644-652.
    11. Alexander E. Cagle & Alona Armstrong & Giles Exley & Steven M. Grodsky & Jordan Macknick & John Sherwin & Rebecca R. Hernandez, 2020. "The Land Sparing, Water Surface Use Efficiency, and Water Surface Transformation of Floating Photovoltaic Solar Energy Installations," Sustainability, MDPI, vol. 12(19), pages 1-22, October.
    12. Jha, Aprajeeta & Tripathy, P.P., 2019. "Heat transfer modeling and performance evaluation of photovoltaic system in different seasonal and climatic conditions," Renewable Energy, Elsevier, vol. 135(C), pages 856-865.
    13. Sampaio, Priscila Gonçalves Vasconcelos & González, Mario Orestes Aguirre, 2017. "Photovoltaic solar energy: Conceptual framework," Renewable and Sustainable Energy Reviews, Elsevier, vol. 74(C), pages 590-601.
    14. Herrera, Milton M. & Dyner, Isaac & Cosenz, Federico, 2019. "Assessing the effect of transmission constraints on wind power expansion in northeast Brazil," Utilities Policy, Elsevier, vol. 59(C), pages 1-1.
    15. Fernandes, Gláucia & Gomes, Leonardo Lima & Brandão, Luiz Eduardo Teixeira, 2018. "A risk-hedging tool for hydro power plants," Renewable and Sustainable Energy Reviews, Elsevier, vol. 90(C), pages 370-378.
    16. Santhakumari, Manju & Sagar, Netramani, 2019. "A review of the environmental factors degrading the performance of silicon wafer-based photovoltaic modules: Failure detection methods and essential mitigation techniques," Renewable and Sustainable Energy Reviews, Elsevier, vol. 110(C), pages 83-100.
    17. Sulaeman, Samer & Brown, Erik & Quispe-Abad, Raul & Müller, Norbert, 2021. "Floating PV system as an alternative pathway to the amazon dam underproduction," Renewable and Sustainable Energy Reviews, Elsevier, vol. 135(C).
    18. Bizon, Nicu, 2013. "Energy harvesting from the PV Hybrid Power Source," Energy, Elsevier, vol. 52(C), pages 297-307.
    19. Ferreira, Agmar & Kunh, Sheila S. & Fagnani, Kátia C. & De Souza, Tiago A. & Tonezer, Camila & Dos Santos, Geocris Rodrigues & Coimbra-Araújo, Carlos H., 2018. "Economic overview of the use and production of photovoltaic solar energy in brazil," Renewable and Sustainable Energy Reviews, Elsevier, vol. 81(P1), pages 181-191.
    20. Tamer, Tolga & Gürsel Dino, Ipek & Meral Akgül, Cagla, 2022. "Data-driven, long-term prediction of building performance under climate change: Building energy demand and BIPV energy generation analysis across Turkey," Renewable and Sustainable Energy Reviews, Elsevier, vol. 162(C).

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:renene:v:114:y:2017:i:pb:p:367-375. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.journals.elsevier.com/renewable-energy .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.